sagemaker.core.model_monitor.data_capture_config

This module contains code related to the DataCaptureConfig class.

Codes are used for configuring capture, collection, and storage, for prediction requests and responses for models hosted on SageMaker Endpoints.

Classes

DataCaptureConfig(enable_capture[, ...])

Configuration object passed in when deploying models to Amazon SageMaker Endpoints.

class sagemaker.core.model_monitor.data_capture_config.DataCaptureConfig(enable_capture, sampling_percentage=20, destination_s3_uri=None, kms_key_id=None, capture_options=None, csv_content_types=None, json_content_types=None, sagemaker_session=None)

Bases: object

Configuration object passed in when deploying models to Amazon SageMaker Endpoints.

This object specifies configuration related to endpoint data capture for use with Amazon SageMaker Model Monitoring.

API_MAPPING = {'REQUEST': 'Input', 'RESPONSE': 'Output'}